Clément Mallet

Clément Mallet

Senior researcher

STRUDEL team(s)

Personal webpage

Publications

International Journals

Nektarios ChrysoulakisGiorgos SomarakisMonika KufferClément Malletet alForeword to the Special Issue "Exploring the Potential of Urban Remote Sensing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 18, pp.11323-11329. ⟨10.1109/JSTARS.2025.3559018⟩
Yizi ChenJoseph ChazalonEdwin CarlinetMinh Ôn Vũ Ngocet alAutomatic vectorization of historical maps: A benchmark. PLoS ONE, 2024, 19 (2), pp.e0298217. ⟨10.1371/journal.pone.0298217⟩
Qihao WengClément MalletNavigating the publishing landscape in times of revolutionary changes. ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 215, pp.214-215. ⟨10.1016/j.isprsjprs.2024.07.008⟩
Luc BaudouxJordi IngladaClément MalletMulti-nomenclature,multi-resolution joint translation: an application to land-cover mapping. International Journal of Geographical Information Science, 2023, 37 (2), pp.403-437. ⟨10.1080/13658816.2022.2120996⟩
Hussein El AmouriThomas LampertPierre GançarskiClément MalletConstrained DTW preserving shapelets for explainable time-Series clustering. Pattern Recognition, 2023, 143, pp.109804. ⟨10.1016/j.patcog.2023.109804⟩
Christiane WeberXavier BriottetThomas HouetSébastien Gadalet alHyperspectral imagery and urban areas: results of the HYEP project,Imagerie Hyperspectrale Et Zones Urbaines: Résultats Du Projet HYEP. Revue Française de Photogrammétrie et de Télédétection, 2022, 224 (1), pp.75-92. ⟨10.52638/rfpt.2022.589⟩
Ekaterina KalinichevaLoic LandrieuClément MalletNesrine ChehataPredicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning. International Journal of Applied Earth Observation and Geoinformation, 2022, 112, pp.102863. ⟨10.1016/j.jag.2022.102863⟩
Luc BaudouxJordi IngladaClément MalletToward a Yearly Country-Scale CORINE Land-Cover Map without Using Images: A Map Translation Approach. Remote Sensing, 2021, 13 (6), pp.1060. ⟨10.3390/rs13061060⟩
Nicolas DavidSébastien GiordanoClément MalletInvestigating operational country-level crop monitoring with Sentinel~1 and~2 imagery. Remote Sensing Letters, 2021, 12 (10), pp.970-982
Erwan Giry FouquetMathieu FauvelClément MalletFast estimation for robust supervised classification with mixture model. Pattern Recognition Letters, 2021, 152, pp.320-326. ⟨10.1016/j.patrec.2021.10.020⟩
Anatol GarioudSilvia ValeroSébastien GiordanoClément MalletRecurrent-based regression of Sentinel time series for continuous vegetation monitoring. Remote Sensing of Environment, 2021, 263, pp.112419. ⟨10.1016/j.rse.2021.112419⟩
Sébastien LefèvreThomas CorpettiMonika KufferHannes Taubenbocket alForeword to the Special Issue on Paving the Way for the Future of Urban Remote Sensing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.6533-6536. ⟨10.1109/JSTARS.2020.3046096⟩

Communications

Cédric VégaJean-Pierre RenaudÉmilie Vautier VautierLuigui Ramirez-Parraet alThe French Lidar HD national program: a step forward for the development of forest multisource inventory approaches. Silvilaser, Sep 2025, Québec (QC), Canada
Émilie Vautier VautierCédric VégaClément MalletTowards harmonized LiDAR data for high-resolution forest mapping. Silvilaser, Sep 2025, Québec (QC), Canada
Gaspard DelvolvéMattia BunelClément MalletDétection de changements bi-dates 3D. Une approche opérationnelle exploitant des données lidar aéroportées. Spatial Analysis and GEOmatics (SAGEO), May 2025, Avignon, France
Guillaume AstrucNicolas GonthierClément MalletLoic LandrieuAnySat: a Multi-Resolution/Modality/Scale Earth Observation Model. EGU24 General Assembly, European Geosciences Union, Apr 2025, Vienne, Austria
Valerio MarsocciNicolas GonthierAnatol GarioudSimone Scardapaneet alGeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates. IEEE/CVF Conference on Computer VIsion and Pattern Recognition Workshops, Jun 2023, Vancouver, Canada
Nathalie AbadieStéphane BaciocchiCharly BernardEdwin Carlinetet alSoDUCo : croisement de sources géo-historiques pour l'étude de l'évolution de Paris de 1789 à 1950. Conférence interdisciplinaire : Extraction, traitement et visualisation de données complexes en géographie (XVIIIe siècle - XIXe siècle), Ecole Normale Supérieure de Lyon; Institut Rhônalpin des systèmes Complexes, Feb 2023, Lyon, France
Loic LandrieuE RupnikS. Oude ElberinkClément Malletet alPreface: the 2022 edition of the XXIVth ISPRS Congress. XXIVth ISPRS Congress, Jun 2022, Nice, France. pp.1 - 5, ⟨10.5194/isprs-annals-v-3-2022-1-2022⟩
Hermann TagneArnaud Le BrisDavid MonkamClément MalletClassification of Vegetation classes by using Time Series of Sentinel-2 images for large scale mapping in Cameroon. XXIVth ISPRS Congress, Jun 2022, Nice, France. pp.673 - 680, ⟨10.5194/isprs-annals-v-3-2022-673-2022⟩
Ekaterina KalinichevaLoic LandrieuClément MalletNesrine ChehataMulti-Layer Modeling of Dense Vegetation from Aerial LiDAR Scans. IEEE/CVF Conference on Computer VIsion and Pattern Recognition Workshops, Jun 2022, New Orleans, United States
Anatol GarioudSilvia ValeroClément MalletAssessing the Interest of a Multi-Modal Gap-Filling Strategy for Monitoring Changes in Grassland Parcels. IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Bruxelles, Belgium. pp.3105-3108, ⟨10.1109/IGARSS47720.2021.9554995⟩
Clément MalletFlorent LafargeMartyna PorebaTeng Wuet alPreface: the 2021 edition of the XXIVth ISPRS congress. XXIVth ISPRS Congress, 2021 edition, Jul 2021, Nice (virtuel), France. pp.1 - 5, ⟨10.5194/isprs-annals-v-1-2021-1-2021⟩
Luc BaudouxJordi IngladaClément MalletContextual Land-Cover Map Translation with Semantic Segmentation. IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Jul 2021, Brussels, Belgium. pp.2488-2491, ⟨10.1109/IGARSS47720.2021.9553693⟩
Oussama EnnafiiOussama EnnafiiArnaud Le BrisFlorent Lafargeet alAn efficient representation of 3D buildings: application to the evaluation of city models. ISPRS 2021 - XXIVth Congress of the International Society for Photogrammetry and Remote Sensing, Jul 2021, Nice / Virtual, France. pp.329 - 336, ⟨10.5194/isprs-archives-xliii-b2-2021-329-2021⟩
Minh Ôn Vû NgocYizi ChenNicolas BoutryJoseph Chazalonet alIntroducing the Boundary-Aware loss for deep image segmentation. British Machine Vision Conference (BMVC) 2021, Nov 2021, Virtual, United Kingdom
Clément MalletArnaud Le BrisCurrent challenges in operational very high resolution land-cover mapping. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Aug 2020, Nice, France. pp.703-710, ⟨10.5194/isprs-archives-XLIII-B2-2020-703-2020⟩
Anatol GarioudSilvia ValeroSébastien GiordanoClément MalletOn the joint exploitation of optical and SAR imagery for grassland monitoring.. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLIII-B3-2020, ISPRS, Aug 2020, Online, France. pp.591-598, ⟨10.5194/isprs-archives-XLIII-B3-2020-591-2020⟩
Hermann TagneArnaud Le BrisD. MonkamClément MalletClassification of time series of Sentinel-2 images for large scale mapping in Cameroon. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Aug 2020, Nice, France. pp.633-640, ⟨10.5194/isprs-archives-XLIII-B3-2020-633-2020⟩
Ribana RoscherMichele VolpiClément MalletLukas Dreeset alSemCity Toulouse: A benchmark for building instance segmentation in satellite images. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020, Aug 2020, Nice, France. pp.109-116, ⟨10.5194/isprs-annals-V-5-2020-109-2020⟩
Arnaud Le BrisSébastien GiordanoClément MalletCNN semantic segmentation to retrieve past land cover out of historical orthoimages and DSM: first experiments. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, Aug 2020, Nice, France. pp 1013 - 1019, ⟨10.5194/isprs-annals-V-2-2020-1013-2020⟩

International conferences

Gaspard DelvolvéMattia BunelClément MalletDetecting temporal evolutions in 3D lidar point clouds: an operational approach. JURSE, May 2025, Tunis, Tunisia. pp.1-4, ⟨10.1109/JURSE60372.2025.11076029⟩
Guillaume AstrucNicolas GonthierClément MalletLoic LandrieuAnySat: An Earth Observation Model for Any Resolutions,Scales,and Modalities. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2025, Nashville (Tennessee), United States
Yanis BenidirNicolas GonthierClément MalletThe Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2025, Nashville (Tennessee), United States
Léopold JouffroyLény GrassotAstrid CosteClément MalletDeepGouramic. Reconstitution historique de l’occupation du sol pour évaluer les expositions anciennes aux pesticides. Spatial Analysis and GEOmatics (SAGEO), May 2025, Avignon, France
Guillaume AstrucNicolas GonthierClément MalletLoic LandrieuOmniSat: Self-Supervised Modality Fusion for Earth Observation. ECCV, 2024, Milan (Italie), Italy
Luc BaudouxJordi IngladaClément MalletDeep-Learning Based Multiple Land-Cover Map Translation. IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. pp.1260-1263, ⟨10.1109/IGARSS46834.2022.9883056⟩
Joseph ChazalonEdwin CarlinetYizi ChenJulien Perretet alICDAR 2021 Competition on Historical Map Segmentation. 16th International Conference on Document Analysis and Recognition (ICDAR'21), Sep 2021, Lausanne, Switzerland. pp.693-707, ⟨10.1007/978-3-030-86337-1_46⟩
Yizi ChenEdwin CarlinetJoseph ChazalonClément Malletet alVectorization of historical maps using deep edge filtering and closed shape extraction. 16th International Conference on Document Analysis and Recognition (ICDAR'21), Sep 2021, Lausanne, Switzerland. pp.510-525, ⟨10.1007/978-3-030-86337-1_34⟩
Clément MalletFlorent LafargeMartyna PorebaE Rupniket alPreface: the 2020 edition of the XXIVth ISPRS congress. ISPRS 2020 - XXIVth edition of the International Society for Photogrammetry and Remote Sensing, Aug 2020, Nice / Virtual, France. pp.1-6, ⟨10.5194/isprs-annals-V-1-2020-1-2020⟩
Oussama EnnafiiClément MalletArnaud Le BrisFlorent LafargeThe necessary yet complex evaluation of 3D city models: a semantic approach. JURSE 2019 - Joint Urban Remote Sensing Event, May 2019, Vannes, France. ⟨10.1109/JURSE.2019.8809002⟩

National Conferences

Hussein El AmouriThomas LampertPierre GançarskiClément MalletCDPS: Constrained DTW-Preserving Shapelets. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2022, Jun 2022, Strasbourg, France. ⟨10.1007/978-3-031-26387-3_2⟩

Book Chapters

Yizi ChenEdwin CarlinetJoseph ChazalonClément Malletet alCombining Deep Learning and Mathematical Morphology for Historical Map Segmentation. Discrete Geometry and Mathematical Morphology, First International Joint Conference, DGMM 2021, Uppsala, Sweden, May 24–27, 2021, Proceedings, 12708, pp 79 - 92, 2021, Lecture notes in computer science, ⟨10.1007/978-3-030-76657-3_5⟩